### Mediator model Call: lm(formula = bili ~ trt + age + male + stage, data = data) Residuals: Min 1Q Median 3Q Max -4.1854 -2.5979 -1.2638 0.5727 24.2813 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) -2.54577 1.76354 -1.444 0.150018 trt 0.60723 0.54646 1.111 0.267464 age 0.02419 0.02706 0.894 0.372025 male -0.61583 0.84467 -0.729 0.466584 stage 1.26164 0.32279 3.909 0.000117 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 4.472 on 271 degrees of freedom Multiple R-squared: 0.06893, Adjusted R-squared: 0.05518 F-statistic: 5.016 on 4 and 271 DF, p-value: 0.0006483 ### Outcome model Call: glm(formula = spiders ~ trt + bili + age + male + stage, family = binomial(link = "logit"), data = data) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -3.11819 1.02868 -3.031 0.00244 ** trt -0.30988 0.29758 -1.041 0.29772 bili 0.08697 0.03048 2.854 0.00432 ** age -0.01183 0.01484 -0.797 0.42534 male -1.31047 0.58548 -2.238 0.02520 * stage 0.96743 0.21049 4.596 4.31e-06 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 332.32 on 275 degrees of freedom Residual deviance: 283.58 on 270 degrees of freedom AIC: 295.58 Number of Fisher Scoring iterations: 4 ### Mediation analysis est se Z p lower upper cde -0.37185601 0.35709551 -1.0413349 0.2977202 -1.07175036 0.3280383 pnde -0.37185601 0.35709551 -1.0413349 0.2977202 -1.07175036 0.3280383 tnie 0.06336968 0.06119893 1.0354704 0.3004493 -0.05657802 0.1833174 tnde -0.37185601 0.35709551 -1.0413349 0.2977202 -1.07175036 0.3280383 pnie 0.06336968 0.06119893 1.0354704 0.3004493 -0.05657802 0.1833174 te -0.30848633 0.36004149 -0.8568077 0.3915512 -1.01415468 0.3971820 pm -0.16992218 0.29686417 -0.5723903 0.5670576 -0.75176527 0.4119209 exp(est) exp(lower) exp(upper) cde 0.6894535 0.3424087 1.388242 pnde 0.6894535 0.3424087 1.388242 tnie 1.0654206 0.9449928 1.201196 tnde 0.6894535 0.3424087 1.388242 pnie 1.0654206 0.9449928 1.201196 te 0.7345580 0.3627089 1.487627 pm NA NA NA Evaluated at: avar: trt a1 (intervened value of avar) = 2.3 a0 (reference value of avar) = 1.1 mvar: bili m_cde (intervend value of mvar for cde) = 1.4 cvar: age male stage c_cond (covariate vector value) = 50 1 2 Note that effect estimates do not vary over m_cde and c_cond values when interaction = FALSE. ### Re-evaluation at c_cond = cmean est se Z p lower upper cde -0.37185601 0.35709551 -1.0413349 0.2977202 -1.07175036 0.3280383 pnde -0.37185601 0.35709551 -1.0413349 0.2977202 -1.07175036 0.3280383 tnie 0.06336968 0.06119893 1.0354704 0.3004493 -0.05657802 0.1833174 tnde -0.37185601 0.35709551 -1.0413349 0.2977202 -1.07175036 0.3280383 pnie 0.06336968 0.06119893 1.0354704 0.3004493 -0.05657802 0.1833174 te -0.30848633 0.36004149 -0.8568077 0.3915512 -1.01415468 0.3971820 pm -0.16992218 0.29686417 -0.5723903 0.5670576 -0.75176527 0.4119209 exp(est) exp(lower) exp(upper) cde 0.6894535 0.3424087 1.388242 pnde 0.6894535 0.3424087 1.388242 tnie 1.0654206 0.9449928 1.201196 tnde 0.6894535 0.3424087 1.388242 pnie 1.0654206 0.9449928 1.201196 te 0.7345580 0.3627089 1.487627 pm NA NA NA